金 群

研究成果

年別の研究成果 1989 2021

• 1930 被引用数
• 18 h-index
• 145 Conference contribution
• 111 Article
• 52 Editorial
• 8 Conference article
• 14 その他
  • 5 Paper
  • 4 Chapter
  • 2 Review article
  • 1 Book
  • 1 Foreword/postscript
  • 1 Comment/debate

年別の研究成果

年別の研究成果

検索結果

• 2021

  Academic Influence Aware and Multidimensional Network Analysis for Research Collaboration Navigation Based on Scholarly Big Data

  Zhou, X., Liang, W., Wang, K. I. K., Huang, R. & Jin, Q., 2021 1 1, In: IEEE Transactions on Emerging Topics in Computing. 9, 1, p. 246-257 12 p., 8421047.

  研究成果: Article › 査読

  • Electric network analysis 100%
  • Big data 88%
  • Navigation 75%
  • Social computing 48%
  • Industry 14%
  54 被引用数 (Scopus)

• A Position and Area Localization Algorithm for Obstacles in the Environment of Sparsely-Deployed Sensors

  Gao, Z., Yang, X., Wu, B., Lu, H., Zhang, J., Diao, W. & Jin, Q., 2021, In: IEEE Access. 9, p. 39884-39896 13 p., 9371677.

  研究成果: Article › 査読

  • Environment 100%
  • Sensors 90%
  • Time 63%
  • Shape 57%
  • Experiments 41%

• CCFS: A Confidence-Based Cost-Effective Feature Selection Scheme for Healthcare Data Classification

  Chen, Y., Wang, Y., Cao, L. & Jin, Q., 2021 5 1, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 3, p. 902-911 10 p., 8662586.

  研究成果: Article › 査読

  • Data Classification 100%
  • Feature Selection 89%
  • Healthcare 81%
  • Confidence 70%
  • Feature extraction 51%
  2 被引用数 (Scopus)

• Enhanced Diagnosis of Pneumothorax with an Improved Real-Time Augmentation for Imbalanced Chest X-rays Data Based on DCNN

  Wang, Y., Sun, L. & Jin, Q., 2021 5 1, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 3, p. 951-962 12 p., 8693998.

  研究成果: Article › 査読

  • Augmentation 100%
  • Real-time 95%
  • Pneumothorax 92%
  • Deep neural networks 81%
  • Neural Networks 79%
  5 被引用数 (Scopus)

• Evolutionary community discovery in dynamic social networks via resistance distance

  Li, W., Zhu, H., Li, S., Wang, H., Dai, H., Wang, C. & Jin, Q., 2021 6 1, In: Expert Systems with Applications. 171, 114536.

  研究成果: Article › 査読

  • Social Work 100%
  • Topology 46%

• Improving Diagnosis Estimation by Considering the Periodic Span of the Life Cycle Based on Personal Health Data

  Tago, K., Nishimura, S., Ogihara, A. & Jin, Q., 2021 2 15, In: Big Data Research. 23, 100176.

  研究成果: Article › 査読

  • Personal Health 100%
  • Life Cycle 79%
  • Life cycle 63%
  • Health 53%
  • Dimension Reduction 23%

• Intelligent Small Object Detection Based on Digital Twinning for Smart Manufacturing in Industrial CPS

  Zhou, X., Xu, X., Liang, W., Zeng, Z., Shimizu, S., Yang, L. T. & Jin, Q., 2021, (Accepted/In press) In: IEEE Transactions on Industrial Informatics.

  研究成果: Article › 査読

  • Twinning 100%
  • Object detection 78%
  • Digital twin 22%
  • Deep neural networks 14%
  • Learning algorithms 12%
  7 被引用数 (Scopus)

• Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images

  Li, J., Wang, Y., Wang, S., Wang, J., Liu, J., Jin, Q. & Sun, L., 2021 5, In: IEEE Journal of Biomedical and Health Informatics. 25, 5, p. 1336-1346 11 p., 9351607.

  研究成果: Article › 査読

  • Coronavirus 100%
  • X rays 71%
  • X-Rays 61%
  • Thorax 54%
  • Pneumonia 51%
  1 被引用数 (Scopus)

• Research and Implementation of Chinese Couplet Generation System With Attention Based Transformer Mechanism

  Wang, Y., Zhang, J., Zhang, B. & Jin, Q., 2021, (Accepted/In press) In: IEEE Transactions on Computational Social Systems.

  研究成果: Article › 査読

  • Transformer 100%
  • Deep neural networks 73%
  • Word processing 54%
  • Linguistics 35%
  • Low Frequency 29%

• Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems

  Zhou, X., Liang, W., Shimizu, S., Ma, J. & Jin, Q., 2021 8, In: IEEE Transactions on Industrial Informatics. 17, 8, p. 5790-5798 9 p., 9311786.

  研究成果: Article › 査読

  Open Access

  • Cyber Physical System 100%
  • Anomaly detection 93%
  • Convolutional neural networks 54%
  • Neural networks 54%
  • Industry 4.0 36%
  10 被引用数 (Scopus)

• Variational LSTM Enhanced Anomaly Detection for Industrial Big Data

  Zhou, X., Hu, Y., Liang, W., Ma, J. & Jin, Q., 2021 5, In: IEEE Transactions on Industrial Informatics. 17, 5, p. 3469-3477 9 p., 9195000.

  研究成果: Article › 査読

  Open Access

  • Anomaly detection 100%
  • Big data 86%
  • Long short-term memory 44%
  • Industrial internet of things (IIoT) 27%
  • Industry 4.0 23%
  30 被引用数 (Scopus)
• 2020

  An Intelligent Dynamic Offloading from Cloud to Edge for Smart IoT Systems with Big Data

  Wang, T., Liang, Y., Zhang, Y., Zheng, X., Arif, M., Wang, J. & Jin, Q., 2020 10 1, In: IEEE Transactions on Network Science and Engineering. 7, 4, p. 2598-2607 10 p., 9072277.

  研究成果: Article › 査読

  • Big data 100%
  • Internet of things 93%
  • Edge computing 34%
  • Data Analytics 30%
  • Real time systems 27%
  3 被引用数 (Scopus)

• BciNet: A Biased Contest-Based Crowdsourcing Incentive Mechanism through Exploiting Social Networks

  Wang, Y., Dai, W., Jin, Q. & Ma, J., 2020 8, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50, 8, p. 2926-2937 12 p., 8370841.

  研究成果: Article › 査読

  • Crowdsourcing 100%
  • Chemical activation 19%
  • Compensation and Redress 16%
  3 被引用数 (Scopus)

• BTR: A Feature-Based Bayesian Task Recommendation Scheme for Crowdsourcing System

  Dai, W., Wang, Y., Ma, J. & Jin, Q., 2020 6, In: IEEE Transactions on Computational Social Systems. 7, 3, p. 780-789 10 p., 9076653.

  研究成果: Article › 査読

  • Crowdsourcing 100%
  • Recommendations 91%
  • User Preferences 23%
  • Large-scale Systems 15%
  • costs 12%
  2 被引用数 (Scopus)

• Cyber-Enabled Well-Being Oriented Daily Living Support Based on Personal Data Analysis

  Kasuya, S., Zhou, X., Tago, K., Nishimura, S. & Jin, Q., 2020 4 1, In: IEEE Transactions on Emerging Topics in Computing. 8, 2, p. 493-502 10 p., 8070361.

  研究成果: Article › 査読

  • Data privacy 100%
  3 被引用数 (Scopus)

• Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things

  Zhou, X., Liang, W., Wang, K. I. K., Wang, H., Yang, L. T. & Jin, Q., 2020 7, In: IEEE Internet of Things Journal. 7, 7, p. 6429-6438 10 p., 9055403.

  研究成果: Article › 査読

  • Deep learning 100%
  • Internet 76%
  • Mobile computing 63%
  • Internet of things 62%
  • Sensors 57%
  53 被引用数 (Scopus)

• Detection of Health Abnormality Considering Latent Factors Inducing a Disease

  Tago, K., Takagi, K. & Jin, Q., 2020, In: IEEE Access. 8, p. 139433-139443 11 p., 9149923.

  研究成果: Article › 査読

  Open Access

  • Blood Pressure 100%
  • Health 57%
  • Latent Class Analysis 40%
  • Hidden Markov models 31%
  • Deep learning 28%

• DNN-DP: Differential Privacy Enabled Deep Neural Network Learning Framework for Sensitive Crowdsourcing Data

  Wang, Y., Gu, M., Ma, J. & Jin, Q., 2020 2, In: IEEE Transactions on Computational Social Systems. 7, 1, p. 215-224 10 p., 8909376.

  研究成果: Article › 査読

  • Privacy 100%
  • neural network 93%
  • Crowdsourcing 91%
  • Deep neural networks 75%
  • Neural Networks 73%
  1 被引用数 (Scopus)

• Personalized real-time movie recommendation system: Practical prototype and evaluation

  Zhang, J., Wang, Y., Yuan, Z. & Jin, Q., 2020 4, In: Tsinghua Science and Technology. 25, 2, p. 180-191 12 p.

  研究成果: Article › 査読

  • Recommender systems 100%
  • Collaborative filtering 84%
  • Feedback 31%
  • Mean square error 23%
  • Big data 22%
  11 被引用数 (Scopus)

• RV-ML: An Effective Rumor Verification Scheme Based on Multi-Task Learning Model

  Lv, Q., Wang, Y., Zhang, B. & Jin, Q., 2020 11, In: IEEE Communications Letters. 24, 11, p. 2527-2531 5 p., 9146786.

  研究成果: Article › 査読

  • Multi-task Learning 100%
  • Multi-task learning 78%
  • Memory Term 22%
  • Long short-term memory 19%
  • Model 19%
  1 被引用数 (Scopus)

• The effect of eye movements and cultural factors on product color selection

  Wu, B., Zhu, Y., Yu, K., Nishimura, S. & Jin, Q., 2020 12, In: Human-centric Computing and Information Sciences. 10, 1, 48.

  研究成果: Article › 査読

  Open Access

  • Eye movements 100%
  • Color 63%
  • User centered design 19%
  • Eye tracking 17%
  • Product design 14%

• Three-hop velocity attenuation propagation model for influence maximization in social networks

  Li, W., Fan, Y., Mo, J., Liu, W., Wang, C., Xin, M. & Jin, Q., 2020 3 1, In: World Wide Web. 23, 2, p. 1261-1273 13 p.

  研究成果: Article › 査読

  • Information dissemination 100%
  • Set theory 12%
  • Experiments 6%
  2 被引用数 (Scopus)
• 2019

  A Distributed Intelligent Hungarian Algorithm for Workload Balance in Sensor-Cloud Systems Based on Urban Fog Computing

  Liang, J., Long, Y., Mei, Y., Wang, T. & Jin, Q., 2019, In: IEEE Access. 7, p. 77649-77658 10 p., 8735711.

  研究成果: Article › 査読

  Open Access

  • Fog 100%
  • Fog computing 91%
  • Sensors 35%
  • Wireless sensor networks 32%
  • Energy utilization 29%
  4 被引用数 (Scopus)

• Analysis of health changes and the association of health indicators in the elderly using TCM pulse diagnosis assisted with ICT devices: A time series study

  Zhou, S., Ogihara, A., Nishimura, S. & Jin, Q., 2019 4, In: European Journal of Integrative Medicine. 27, p. 105-113 9 p.

  研究成果: Article › 査読

  • Information Technology 100%
  • Communication 63%
  • Elderly 56%
  • Equipment and Supplies 50%
  • Health 41%
  4 被引用数 (Scopus)

• Analyzing influence of emotional tweets on user relationships using Naive Bayes and dependency parsing

  Tago, K., Takagi, K., Kasuya, S. & Jin, Q., 2019 5 15, In: World Wide Web. 22, 3, p. 1263-1278 16 p.

  研究成果: Article › 査読

  • Glossaries 100%
  • Composite materials 60%
  • Statistical methods 43%
  2 被引用数 (Scopus)

• An efficient location recommendation scheme based on clustering and data fusion

  Cai, W., Wang, Y., Lv, R. & Jin, Q., 2019 7, In: Computers and Electrical Engineering. 77, p. 289-299 11 p.

  研究成果: Article › 査読

  • Data fusion 100%
  • Collaborative filtering 9%
  5 被引用数 (Scopus)

• An improved SSO algorithm for cyber-enabled tumor risk analysis based on gene selection

  Ye, C., Pan, J. & Jin, Q., 2019 3 1, In: Future Generation Computer Systems. 92, p. 407-418 12 p.

  研究成果: Article › 査読

  • Risk analysis 100%
  • Tumors 94%
  • Genes 87%
  • Gene expression 50%
  • Local search (optimization) 18%
  3 被引用数 (Scopus)

• A secure IoT service architecture with an efficient balance dynamics based on cloud and edge computing

  Wang, T., Zhang, G., Liu, A., Bhuiyan, M. Z. A. & Jin, Q., 2019 6, In: IEEE Internet of Things Journal. 6, 3, p. 4831-4843 13 p., 8464241.

  研究成果: Article › 査読

  • Edge computing 100%
  • Cloud computing 71%
  • Internet of things 68%
  134 被引用数 (Scopus)

• A Self-Adaptive Process Mining Algorithm Based on Information Entropy to Deal with Uncertain Data

  Li, W., Fan, Y., Liu, W., Xin, M., Wang, H. & Jin, Q., 2019, In: IEEE Access. 7, p. 131681-131691 11 p., 8826260.

  研究成果: Article › 査読

  Open Access

  • Mining 100%
  • Entropy 73%
  • Industry 22%
  • Directed graphs 20%
  • Petri nets 17%
  3 被引用数 (Scopus)

• BRIM: An accurate electricity spot price prediction scheme-based bidirectional recurrent neural network and integrated market

  Chen, Y., Wang, Y., Ma, J. & Jin, Q., 2019 6 12, In: Energies. 12, 11, 2241.

  研究成果: Article › 査読

  Open Access

  • Electricity 100%
  • Recurrent Neural Networks 93%
  • Recurrent neural networks 75%
  • Market 73%
  • Prediction 58%
  5 被引用数 (Scopus)

• Design of a computational model for social learning support and analystics

  Yen, N. Y., Hung, J. C., Chen, C. C. & Jin, Q., 2019 3, In: Computers in Human Behavior. 92, p. 547-561 15 p.

  研究成果: Article › 査読

  • Social Learning 100%
  • Crowdsourcing 78%
  • Computational Model 77%
  • Curricula 69%
  • social learning 65%
  3 被引用数 (Scopus)

• Emerging Privacy Issues and Solutions in Cyber-Enabled Sharing Services: From Multiple Perspectives

  Yan, K., Shen, W., Jin, Q. & Lu, H., 2019, In: IEEE Access. 7, p. 26031-26059 29 p., 8624415.

  研究成果: Article › 査読

  Open Access

  • Surveying 100%
  12 被引用数 (Scopus)

• Learning misclassification costs for imbalanced classification on gene expression data

  Lu, H., Xu, Y., Ye, M., Yan, K., Gao, Z. & Jin, Q., 2019 12 24, In: BMC Bioinformatics. 20, 681.

  研究成果: Article › 査読

  Open Access

  • Gene Expression Data 100%
  • Gene expression 82%
  • Learning 68%
  • Costs 55%
  • Costs and Cost Analysis 47%
  2 被引用数 (Scopus)

• Personalization Recommendation Algorithm Based on Trust Correlation Degree and Matrix Factorization

  Li, W., Zhou, X., Shimizu, S., Xin, M., Jiang, J., Gao, H. & Jin, Q., 2019, In: IEEE Access. 7, p. 45451-45459 9 p., 8598773.

  研究成果: Article › 査読

  • Factorization 100%
  • Internet of things 63%
  • Application 31%
  • User experience 24%
  • Decomposition 18%
  4 被引用数 (Scopus)

• SSPA: an effective semi-supervised peer assessment method for large scale MOOCs

  Wang, Y., Fang, H., Jin, Q. & Ma, J., 2019, (Accepted/In press) In: Interactive Learning Environments.

  研究成果: Article › 査読

  • Students 100%
  • grading 71%
  • teacher 22%
  • aggregation 14%
  • Agglomeration 11%
  4 被引用数 (Scopus)

• User role identification based on social behavior and networking analysis for information dissemination

  Zhou, X., Wu, B. & Jin, Q., 2019 7, In: Future Generation Computer Systems. 96, p. 639-648 10 p.

  研究成果: Article › 査読

  • Information dissemination 100%
  • Intelligent systems 26%
  • Experiments 18%
  15 被引用数 (Scopus)
• 2018

  Analysis of user network and correlation for community discovery based on topic-aware similarity and behavioral influence

  Zhou, X., Wu, B. & Jin, Q., 2018 12, In: IEEE Transactions on Human-Machine Systems. 48, 6, p. 559-571 13 p., 8019836.

  研究成果: Article › 査読

  • Social computing 100%
  • social behavior 65%
  • networking 57%
  • Decision making 48%
  • twitter 33%
  45 被引用数 (Scopus)

• An anti-noise process mining algorithm based on minimum spanning tree clustering

  Li, W., Zhu, H., Liu, W., Chen, D., Jiang, J. & Jin, Q., 2018 8 19, In: IEEE Access. 6, p. 48756-48764 9 p., 8440819.

  研究成果: Article › 査読

  • Mining 100%
  • Molecular Cluster 42%
  • Industry 23%
  4 被引用数 (Scopus)

• An Optimized trust model integrated with linear features for cyber-enabled recommendation services

  Li, W., Mo, J., Xin, M. & Jin, Q., 2018 8, In: Journal of Parallel and Distributed Computing. 118, p. 81-88 8 p.

  研究成果: Article › 査読

  • Trust Model 100%
  • Recommendations 55%
  • Factor Models 28%
  • Attribute 21%
  • Integrated Model 21%
  6 被引用数 (Scopus)

• BLE mesh: A practical mesh networking development framework for public safety communications

  Zhang, B., Wang, Y., Wei, L., Jin, Q. & Vasilakos, A. V., 2018, In: Tsinghua Science and Technology. 23, 3, p. 333-346 14 p.

  研究成果: Article › 査読

  • Bluetooth 100%
  • Application programs 64%
  • Communication 47%
  • Application programming interfaces (API) 22%
  • Automation 18%
  6 被引用数 (Scopus)

• DP3: A Differential Privacy-Based Privacy-Preserving Indoor Localization Mechanism

  Wang, Y., Huang, M., Jin, Q. & Ma, J., 2018 12, In: IEEE Communications Letters. 22, 12, p. 2547-2550 4 p., 8493532.

  研究成果: Article › 査読

  • Privacy Preserving 100%
  • Privacy 81%
  • Fingerprint 74%
  • Server 54%
  • Servers 36%
  9 被引用数 (Scopus)

• GCHAR: An efficient Group-based Context—aware human activity recognition on smartphone

  Cao, L., Wang, Y., Zhang, B., Jin, Q. & Vasilakos, A. V., 2018 8, In: Journal of Parallel and Distributed Computing. 118, p. 67-80 14 p.

  研究成果: Article › 査読

  • Activity Recognition 100%
  • Context-aware 95%
  • Smartphones 47%
  • Human 45%
  • Context-awareness 37%
  62 被引用数 (Scopus)

• Geo-QTI: A quality aware truthful incentive mechanism for cyber–physical enabled Geographic crowdsensing

  Dai, W., Wang, Y., Jin, Q. & Ma, J., 2018 2, In: Future Generation Computer Systems. 79, p. 447-459 13 p.

  研究成果: Article › 査読

  • Crowdsourcing 100%
  • Costs 97%
  • Merging 83%
  • Computational efficiency 82%
  6 被引用数 (Scopus)

• Influence analysis of emotional behaviors and user relationships based on Twitter data

  Tago, K. & Jin, Q., 2018 2, In: Tsinghua Science and Technology. 23, 1, p. 104-113 10 p.

  研究成果: Article › 査読

  • Glossaries 100%
  • Sampling 72%
  • Experiments 36%
  12 被引用数 (Scopus)

• Modeling of cross-disciplinary collaboration for potential field discovery and recommendation based on scholarly big data

  Liang, W., Zhou, X., Huang, S., Hu, C., Xu, X. & Jin, Q., 2018 10, In: Future Generation Computer Systems. 87, p. 591-600 10 p.

  研究成果: Article › 査読

  • Big data 100%
  6 被引用数 (Scopus)

• Optimization modeling and analysis of trustworthiness determination strategies for service discovery of MSNP

  Ma, X., Jin, Q., Pan, J. & Wang, Y., 2018 2 16, (Accepted/In press) In: Journal of Supercomputing. p. 1-17 17 p.

  研究成果: Article › 査読

  • Service Discovery 100%
  • Social Networking 98%
  • Trustworthiness 87%
  • Latency 65%
  • Proximity 52%
  1 被引用数 (Scopus)
• 2017

  A data intensive heuristic approach to the two-stage streaming scheduling problem

  Liang, W., Hu, C., Wu, M. & Jin, Q., 2017 11, In: Journal of Computer and System Sciences. 89, p. 64-79 16 p.

  研究成果: Article › 査読

  • Streaming 100%
  • Scheduling Problem 76%
  • Heuristics 64%
  • Scheduling 51%
  • Heuristic algorithms 37%
  1 被引用数 (Scopus)

• A heuristic approach to discovering user correlations from organized social stream data

  Zhou, X. & Jin, Q., 2017 5 1, In: Multimedia Tools and Applications. 76, 9, p. 11487-11507 21 p.

  研究成果: Article › 査読

  • Websites 100%
  • Internet 79%
  • Experiments 41%
  9 被引用数 (Scopus)

• A hybrid feature selection algorithm for gene expression data classification

  Lu, H., Chen, J., Yan, K., Jin, Q., Xue, Y. & Gao, Z., 2017 9 20, In: Neurocomputing. 256, p. 56-62 7 p.

  研究成果: Article › 査読

  • Gene expression 100%
  • Feature extraction 70%
  • Gene Expression 54%
  • Datasets 28%
  • Microarrays 25%
  143 被引用数 (Scopus)

• Analyzing Social Roles Based on a Hierarchical Model and Data Mining for Collective Decision-Making Support

  Wu, B., Zhou, X., Jin, Q., Lin, F. & Leung, H., 2017 3 1, In: IEEE Systems Journal. 11, 1, p. 356-365 10 p.

  研究成果: Article › 査読

  • Data mining 100%
  • Decision making 87%
  • Experiments 8%
  9 被引用数 (Scopus)